Unseen single genetic perturbation prediction on Adamson benchmark leaderboard · SOTA2 Research

Unseen single genetic perturbation prediction on Adamson

0.0336RMSE (All)Doloris

Evaluation Results

Method	Links
Doloris2025.06		0.0336	0.4682	0.0348	0.1094	0.4653	0.0789	0.0987	0.4976	0.0811
linear2025.06		0.0473	0.8658	0.0373	0.2143	0.8583	0.1702	0.2007	0.8958	0.1631
ScLambda2025.06		0.0505	1.9939	0.0906	0.2539	0.6996	0.0914	0.2197	0.7229	0.095
GRAPE2025.06		0.051	0.8705	0.0444	0.185	0.7514	0.1528	0.1697	0.7648	0.1503
GEARS2025.06		0.0544	0.8921	0.0531	0.1759	0.7884	0.1298	0.1781	0.7935	0.1221
scGPT2025.06		0.5372	2.6318	0.1724	0.7151	1.2571	0.3895	0.7021	1.4484	0.3781